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survey
large_stringclasses
5 values
model
large_stringclasses
36 values
block_a_idx
int64
0
73
block_a_name
large_stringclasses
887 values
block_b_idx
int64
-1
73
block_b_name
large_stringclasses
577 values
metric
large_stringclasses
9 values
n_used
int64
1.5k
102k
n_full
int64
1.5k
102k
d_a
int64
80
5.12k
d_b
int64
0
5.12k
score
float64
-0
173k
calibrated_score
float64
-0
173k
tau
float64
0
1
p_value
float64
0
1
null_mean
float64
0
1
null_std
float64
0
0.03
cosmosweb
astropt_015M
0
transformer.h.0_hsc
0
transformer.h.0_jwst
cka
56,322
56,322
384
384
0.13674
0.136627
0.000132
0.009901
0.000076
0.000025
cosmosweb
astropt_015M
0
transformer.h.0_hsc
0
transformer.h.0_jwst
mknn
56,322
56,322
384
384
0.002981
0.00277
0.000211
0.009901
0.000178
0.000016
cosmosweb
astropt_015M
0
transformer.h.0_hsc
1
transformer.h.1_jwst
cka
56,322
56,322
384
384
0.159838
0.159728
0.00013
0.009901
0.000084
0.000021
cosmosweb
astropt_015M
0
transformer.h.0_hsc
1
transformer.h.1_jwst
mknn
56,322
56,322
384
384
0.004027
0.003815
0.000213
0.009901
0.000176
0.000021
cosmosweb
astropt_015M
0
transformer.h.0_hsc
2
transformer.h.2_jwst
cka
56,322
56,322
384
384
0.173493
0.173387
0.000127
0.009901
0.000076
0.000025
cosmosweb
astropt_015M
0
transformer.h.0_hsc
2
transformer.h.2_jwst
mknn
56,322
56,322
384
384
0.00489
0.004678
0.000213
0.009901
0.000179
0.000018
cosmosweb
astropt_015M
0
transformer.h.0_hsc
3
transformer.h.3_jwst
cka
56,322
56,322
384
384
0.208449
0.20834
0.000138
0.009901
0.00008
0.000027
cosmosweb
astropt_015M
0
transformer.h.0_hsc
3
transformer.h.3_jwst
mknn
56,322
56,322
384
384
0.00555
0.005345
0.000206
0.009901
0.000177
0.00002
cosmosweb
astropt_015M
0
transformer.h.0_hsc
4
transformer.h.4_jwst
cka
56,322
56,322
384
384
0.179533
0.179426
0.000131
0.009901
0.000082
0.000026
cosmosweb
astropt_015M
0
transformer.h.0_hsc
4
transformer.h.4_jwst
mknn
56,322
56,322
384
384
0.005524
0.005315
0.00021
0.009901
0.000176
0.000018
cosmosweb
astropt_015M
0
transformer.h.0_hsc
5
transformer.h.5_jwst
cka
56,322
56,322
384
384
0.146667
0.146571
0.000113
0.009901
0.00006
0.000022
cosmosweb
astropt_015M
0
transformer.h.0_hsc
5
transformer.h.5_jwst
mknn
56,322
56,322
384
384
0.005268
0.005059
0.00021
0.009901
0.000176
0.000019
cosmosweb
astropt_015M
0
transformer.h.0_hsc
6
embed_for_mode_output_jwst
cka
56,322
56,322
384
384
0.208449
0.208351
0.000123
0.009901
0.00008
0.000022
cosmosweb
astropt_015M
0
transformer.h.0_hsc
6
embed_for_mode_output_jwst
mknn
56,322
56,322
384
384
0.00555
0.005338
0.000213
0.009901
0.000178
0.000019
cosmosweb
astropt_015M
1
transformer.h.1_hsc
0
transformer.h.0_jwst
cka
56,322
56,322
384
384
0.125794
0.125683
0.000128
0.009901
0.000079
0.000023
cosmosweb
astropt_015M
1
transformer.h.1_hsc
0
transformer.h.0_jwst
mknn
56,322
56,322
384
384
0.003164
0.00296
0.000204
0.009901
0.000176
0.000017
cosmosweb
astropt_015M
1
transformer.h.1_hsc
1
transformer.h.1_jwst
cka
56,322
56,322
384
384
0.166223
0.166114
0.00013
0.009901
0.000084
0.000022
cosmosweb
astropt_015M
1
transformer.h.1_hsc
1
transformer.h.1_jwst
mknn
56,322
56,322
384
384
0.004492
0.004287
0.000206
0.009901
0.000177
0.000017
cosmosweb
astropt_015M
1
transformer.h.1_hsc
2
transformer.h.2_jwst
cka
56,322
56,322
384
384
0.185137
0.185011
0.000154
0.009901
0.000084
0.000028
cosmosweb
astropt_015M
1
transformer.h.1_hsc
2
transformer.h.2_jwst
mknn
56,322
56,322
384
384
0.005536
0.005333
0.000204
0.009901
0.000177
0.000017
cosmosweb
astropt_015M
1
transformer.h.1_hsc
3
transformer.h.3_jwst
cka
56,322
56,322
384
384
0.219375
0.219277
0.000126
0.009901
0.000082
0.000024
cosmosweb
astropt_015M
1
transformer.h.1_hsc
3
transformer.h.3_jwst
mknn
56,322
56,322
384
384
0.006202
0.005988
0.000215
0.009901
0.000179
0.00002
cosmosweb
astropt_015M
1
transformer.h.1_hsc
4
transformer.h.4_jwst
cka
56,322
56,322
384
384
0.189468
0.189341
0.000157
0.009901
0.00009
0.000031
cosmosweb
astropt_015M
1
transformer.h.1_hsc
4
transformer.h.4_jwst
mknn
56,322
56,322
384
384
0.006147
0.00594
0.000208
0.009901
0.000177
0.000017
cosmosweb
astropt_015M
1
transformer.h.1_hsc
5
transformer.h.5_jwst
cka
56,322
56,322
384
384
0.159346
0.15924
0.000126
0.009901
0.000066
0.000027
cosmosweb
astropt_015M
1
transformer.h.1_hsc
5
transformer.h.5_jwst
mknn
56,322
56,322
384
384
0.005708
0.005496
0.000213
0.009901
0.000179
0.000017
cosmosweb
astropt_015M
1
transformer.h.1_hsc
6
embed_for_mode_output_jwst
cka
56,322
56,322
384
384
0.219375
0.219264
0.000143
0.009901
0.000089
0.000027
cosmosweb
astropt_015M
1
transformer.h.1_hsc
6
embed_for_mode_output_jwst
mknn
56,322
56,322
384
384
0.006202
0.00599
0.000213
0.009901
0.00018
0.000019
cosmosweb
astropt_015M
2
transformer.h.2_hsc
0
transformer.h.0_jwst
cka
56,322
56,322
384
384
0.121344
0.121216
0.000145
0.009901
0.000085
0.000032
cosmosweb
astropt_015M
2
transformer.h.2_hsc
0
transformer.h.0_jwst
mknn
56,322
56,322
384
384
0.003191
0.002973
0.000218
0.009901
0.00018
0.000019
cosmosweb
astropt_015M
2
transformer.h.2_hsc
1
transformer.h.1_jwst
cka
56,322
56,322
384
384
0.1658
0.165683
0.00014
0.009901
0.000089
0.000023
cosmosweb
astropt_015M
2
transformer.h.2_hsc
1
transformer.h.1_jwst
mknn
56,322
56,322
384
384
0.004551
0.004338
0.000213
0.009901
0.00018
0.000019
cosmosweb
astropt_015M
2
transformer.h.2_hsc
2
transformer.h.2_jwst
cka
56,322
56,322
384
384
0.186175
0.186067
0.000132
0.009901
0.000084
0.000025
cosmosweb
astropt_015M
2
transformer.h.2_hsc
2
transformer.h.2_jwst
mknn
56,322
56,322
384
384
0.005678
0.005475
0.000204
0.009901
0.000175
0.000018
cosmosweb
astropt_015M
2
transformer.h.2_hsc
3
transformer.h.3_jwst
cka
56,322
56,322
384
384
0.221704
0.2216
0.000134
0.009901
0.000084
0.000025
cosmosweb
astropt_015M
2
transformer.h.2_hsc
3
transformer.h.3_jwst
mknn
56,322
56,322
384
384
0.006395
0.006187
0.00021
0.009901
0.000174
0.000019
cosmosweb
astropt_015M
2
transformer.h.2_hsc
4
transformer.h.4_jwst
cka
56,322
56,322
384
384
0.19349
0.19337
0.000149
0.009901
0.000086
0.000025
cosmosweb
astropt_015M
2
transformer.h.2_hsc
4
transformer.h.4_jwst
mknn
56,322
56,322
384
384
0.006442
0.00623
0.000213
0.009901
0.00018
0.000019
cosmosweb
astropt_015M
2
transformer.h.2_hsc
5
transformer.h.5_jwst
cka
56,322
56,322
384
384
0.163301
0.163191
0.000131
0.009901
0.000069
0.00003
cosmosweb
astropt_015M
2
transformer.h.2_hsc
5
transformer.h.5_jwst
mknn
56,322
56,322
384
384
0.006015
0.005802
0.000215
0.009901
0.000178
0.000019
cosmosweb
astropt_015M
2
transformer.h.2_hsc
6
embed_for_mode_output_jwst
cka
56,322
56,322
384
384
0.221704
0.221599
0.000134
0.009901
0.000081
0.000024
cosmosweb
astropt_015M
2
transformer.h.2_hsc
6
embed_for_mode_output_jwst
mknn
56,322
56,322
384
384
0.006395
0.006191
0.000206
0.009901
0.000177
0.000019
cosmosweb
astropt_015M
3
transformer.h.3_hsc
0
transformer.h.0_jwst
cka
56,322
56,322
384
384
0.121312
0.121195
0.000133
0.009901
0.000077
0.000026
cosmosweb
astropt_015M
3
transformer.h.3_hsc
0
transformer.h.0_jwst
mknn
56,322
56,322
384
384
0.003272
0.003067
0.000206
0.009901
0.000177
0.000017
cosmosweb
astropt_015M
3
transformer.h.3_hsc
1
transformer.h.1_jwst
cka
56,322
56,322
384
384
0.166848
0.166728
0.000144
0.009901
0.000086
0.000025
cosmosweb
astropt_015M
3
transformer.h.3_hsc
1
transformer.h.1_jwst
mknn
56,322
56,322
384
384
0.004625
0.004411
0.000215
0.009901
0.000179
0.00002
cosmosweb
astropt_015M
3
transformer.h.3_hsc
2
transformer.h.2_jwst
cka
56,322
56,322
384
384
0.188615
0.188513
0.000125
0.009901
0.000078
0.000027
cosmosweb
astropt_015M
3
transformer.h.3_hsc
2
transformer.h.2_jwst
mknn
56,322
56,322
384
384
0.00588
0.005665
0.000217
0.009901
0.000181
0.00002
cosmosweb
astropt_015M
3
transformer.h.3_hsc
3
transformer.h.3_jwst
cka
56,322
56,322
384
384
0.229172
0.229075
0.000126
0.009901
0.00008
0.000025
cosmosweb
astropt_015M
3
transformer.h.3_hsc
3
transformer.h.3_jwst
mknn
56,322
56,322
384
384
0.006742
0.006535
0.000208
0.009901
0.000182
0.000017
cosmosweb
astropt_015M
3
transformer.h.3_hsc
4
transformer.h.4_jwst
cka
56,322
56,322
384
384
0.20119
0.201081
0.000136
0.009901
0.00008
0.000023
cosmosweb
astropt_015M
3
transformer.h.3_hsc
4
transformer.h.4_jwst
mknn
56,322
56,322
384
384
0.006829
0.00662
0.00021
0.009901
0.000176
0.000018
cosmosweb
astropt_015M
3
transformer.h.3_hsc
5
transformer.h.5_jwst
cka
56,322
56,322
384
384
0.16756
0.167473
0.000104
0.009901
0.000061
0.000021
cosmosweb
astropt_015M
3
transformer.h.3_hsc
5
transformer.h.5_jwst
mknn
56,322
56,322
384
384
0.006353
0.006143
0.000211
0.009901
0.000181
0.000017
cosmosweb
astropt_015M
3
transformer.h.3_hsc
6
embed_for_mode_output_jwst
cka
56,322
56,322
384
384
0.229172
0.229086
0.000111
0.009901
0.00008
0.00002
cosmosweb
astropt_015M
3
transformer.h.3_hsc
6
embed_for_mode_output_jwst
mknn
56,322
56,322
384
384
0.006742
0.006533
0.00021
0.009901
0.000178
0.000017
cosmosweb
astropt_015M
4
transformer.h.4_hsc
0
transformer.h.0_jwst
cka
56,322
56,322
384
384
0.11544
0.115306
0.000151
0.009901
0.00008
0.000031
cosmosweb
astropt_015M
4
transformer.h.4_hsc
0
transformer.h.0_jwst
mknn
56,322
56,322
384
384
0.003251
0.003046
0.000206
0.009901
0.000177
0.000018
cosmosweb
astropt_015M
4
transformer.h.4_hsc
1
transformer.h.1_jwst
cka
56,322
56,322
384
384
0.16569
0.165569
0.000145
0.009901
0.000088
0.000027
cosmosweb
astropt_015M
4
transformer.h.4_hsc
1
transformer.h.1_jwst
mknn
56,322
56,322
384
384
0.004636
0.004424
0.000213
0.009901
0.000176
0.00002
cosmosweb
astropt_015M
4
transformer.h.4_hsc
2
transformer.h.2_jwst
cka
56,322
56,322
384
384
0.187866
0.187757
0.000134
0.009901
0.00008
0.000031
cosmosweb
astropt_015M
4
transformer.h.4_hsc
2
transformer.h.2_jwst
mknn
56,322
56,322
384
384
0.005904
0.005695
0.00021
0.009901
0.000177
0.000019
cosmosweb
astropt_015M
4
transformer.h.4_hsc
3
transformer.h.3_jwst
cka
56,322
56,322
384
384
0.226765
0.226659
0.000137
0.009901
0.000085
0.000027
cosmosweb
astropt_015M
4
transformer.h.4_hsc
3
transformer.h.3_jwst
mknn
56,322
56,322
384
384
0.006687
0.006475
0.000213
0.009901
0.00018
0.00002
cosmosweb
astropt_015M
4
transformer.h.4_hsc
4
transformer.h.4_jwst
cka
56,322
56,322
384
384
0.200824
0.200725
0.000124
0.009901
0.000079
0.000022
cosmosweb
astropt_015M
4
transformer.h.4_hsc
4
transformer.h.4_jwst
mknn
56,322
56,322
384
384
0.006875
0.006667
0.00021
0.009901
0.00018
0.000019
cosmosweb
astropt_015M
4
transformer.h.4_hsc
5
transformer.h.5_jwst
cka
56,322
56,322
384
384
0.168908
0.168817
0.000109
0.009901
0.000065
0.000024
cosmosweb
astropt_015M
4
transformer.h.4_hsc
5
transformer.h.5_jwst
mknn
56,322
56,322
384
384
0.00642
0.006216
0.000206
0.009901
0.000177
0.000017
cosmosweb
astropt_015M
4
transformer.h.4_hsc
6
embed_for_mode_output_jwst
cka
56,322
56,322
384
384
0.226765
0.226649
0.00015
0.009901
0.000084
0.000028
cosmosweb
astropt_015M
4
transformer.h.4_hsc
6
embed_for_mode_output_jwst
mknn
56,322
56,322
384
384
0.006687
0.006477
0.000211
0.009901
0.000178
0.000018
cosmosweb
astropt_015M
5
transformer.h.5_hsc
0
transformer.h.0_jwst
cka
56,322
56,322
384
384
0.091635
0.091521
0.000125
0.009901
0.000064
0.000026
cosmosweb
astropt_015M
5
transformer.h.5_hsc
0
transformer.h.0_jwst
mknn
56,322
56,322
384
384
0.003137
0.002927
0.000211
0.009901
0.000177
0.000019
cosmosweb
astropt_015M
5
transformer.h.5_hsc
1
transformer.h.1_jwst
cka
56,322
56,322
384
384
0.139436
0.139352
0.000097
0.009901
0.000064
0.00002
cosmosweb
astropt_015M
5
transformer.h.5_hsc
1
transformer.h.1_jwst
mknn
56,322
56,322
384
384
0.004336
0.004124
0.000213
0.009901
0.000177
0.000019
cosmosweb
astropt_015M
5
transformer.h.5_hsc
2
transformer.h.2_jwst
cka
56,322
56,322
384
384
0.15681
0.156722
0.000103
0.009901
0.00006
0.000021
cosmosweb
astropt_015M
5
transformer.h.5_hsc
2
transformer.h.2_jwst
mknn
56,322
56,322
384
384
0.005472
0.005264
0.00021
0.009901
0.000179
0.000019
cosmosweb
astropt_015M
5
transformer.h.5_hsc
3
transformer.h.3_jwst
cka
56,322
56,322
384
384
0.181642
0.181549
0.000114
0.009901
0.000068
0.000025
cosmosweb
astropt_015M
5
transformer.h.5_hsc
3
transformer.h.3_jwst
mknn
56,322
56,322
384
384
0.00631
0.006095
0.000217
0.009901
0.000179
0.00002
cosmosweb
astropt_015M
5
transformer.h.5_hsc
4
transformer.h.4_jwst
cka
56,322
56,322
384
384
0.160563
0.160471
0.000111
0.009901
0.000063
0.000025
cosmosweb
astropt_015M
5
transformer.h.5_hsc
4
transformer.h.4_jwst
mknn
56,322
56,322
384
384
0.006497
0.006285
0.000213
0.009901
0.000176
0.000021
cosmosweb
astropt_015M
5
transformer.h.5_hsc
5
transformer.h.5_jwst
cka
56,322
56,322
384
384
0.143677
0.143611
0.000077
0.009901
0.000045
0.000019
cosmosweb
astropt_015M
5
transformer.h.5_hsc
5
transformer.h.5_jwst
mknn
56,322
56,322
384
384
0.006154
0.005942
0.000213
0.009901
0.000178
0.000018
cosmosweb
astropt_015M
5
transformer.h.5_hsc
6
embed_for_mode_output_jwst
cka
56,322
56,322
384
384
0.181642
0.181554
0.000108
0.009901
0.000062
0.000022
cosmosweb
astropt_015M
5
transformer.h.5_hsc
6
embed_for_mode_output_jwst
mknn
56,322
56,322
384
384
0.00631
0.006104
0.000208
0.009901
0.000179
0.000018
cosmosweb
astropt_015M
6
embed_for_mode_output_hsc
0
transformer.h.0_jwst
cka
56,322
56,322
384
384
0.121312
0.121193
0.000135
0.009901
0.000077
0.000024
cosmosweb
astropt_015M
6
embed_for_mode_output_hsc
0
transformer.h.0_jwst
mknn
56,322
56,322
384
384
0.003272
0.00306
0.000213
0.009901
0.000177
0.000018
cosmosweb
astropt_015M
6
embed_for_mode_output_hsc
1
transformer.h.1_jwst
cka
56,322
56,322
384
384
0.166848
0.166734
0.000137
0.009901
0.000085
0.000024
cosmosweb
astropt_015M
6
embed_for_mode_output_hsc
1
transformer.h.1_jwst
mknn
56,322
56,322
384
384
0.004625
0.004413
0.000213
0.009901
0.000179
0.000018
cosmosweb
astropt_015M
6
embed_for_mode_output_hsc
2
transformer.h.2_jwst
cka
56,322
56,322
384
384
0.188615
0.188514
0.000124
0.009901
0.000082
0.000022
cosmosweb
astropt_015M
6
embed_for_mode_output_hsc
2
transformer.h.2_jwst
mknn
56,322
56,322
384
384
0.00588
0.005676
0.000206
0.009901
0.000178
0.000017
cosmosweb
astropt_015M
6
embed_for_mode_output_hsc
3
transformer.h.3_jwst
cka
56,322
56,322
384
384
0.229172
0.229077
0.000123
0.009901
0.000078
0.000022
cosmosweb
astropt_015M
6
embed_for_mode_output_hsc
3
transformer.h.3_jwst
mknn
56,322
56,322
384
384
0.006742
0.006528
0.000215
0.009901
0.00018
0.000019
cosmosweb
astropt_015M
6
embed_for_mode_output_hsc
4
transformer.h.4_jwst
cka
56,322
56,322
384
384
0.20119
0.201098
0.000115
0.009901
0.000081
0.000021
cosmosweb
astropt_015M
6
embed_for_mode_output_hsc
4
transformer.h.4_jwst
mknn
56,322
56,322
384
384
0.006829
0.006626
0.000204
0.009901
0.000177
0.000016
cosmosweb
astropt_015M
6
embed_for_mode_output_hsc
5
transformer.h.5_jwst
cka
56,322
56,322
384
384
0.16756
0.167473
0.000104
0.009901
0.000064
0.000022
cosmosweb
astropt_015M
6
embed_for_mode_output_hsc
5
transformer.h.5_jwst
mknn
56,322
56,322
384
384
0.006353
0.006141
0.000213
0.009901
0.000178
0.000018
cosmosweb
astropt_015M
6
embed_for_mode_output_hsc
6
embed_for_mode_output_jwst
cka
56,322
56,322
384
384
0.229172
0.229074
0.000127
0.009901
0.000079
0.000023
cosmosweb
astropt_015M
6
embed_for_mode_output_hsc
6
embed_for_mode_output_jwst
mknn
56,322
56,322
384
384
0.006742
0.006525
0.000218
0.009901
0.000178
0.00002
cosmosweb
astropt_015M
0
transformer.h.0_hsc
-1
hsc
shape_mean_l2_norm
56,322
56,322
384
0
11.145164
11.145164
null
null
null
null
cosmosweb
astropt_015M
0
transformer.h.0_hsc
-1
hsc
shape_anisotropy
56,322
56,322
384
0
0.963367
0.963367
null
null
null
null
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